{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,28]],"date-time":"2025-06-28T06:24:43Z","timestamp":1751091883860,"version":"3.40.3"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031842597"},{"type":"electronic","value":"9783031842603"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-84260-3_5","type":"book-chapter","created":{"date-parts":[[2025,3,3]],"date-time":"2025-03-03T14:47:18Z","timestamp":1741013238000},"page":"84-95","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Cooperative Feature Removal Mechanism for\u00a0Cell Outage Detection in\u00a0Wireless Telecommunication Networks"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4210-2641","authenticated-orcid":false,"given":"Andrea","family":"Wrona","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0005-2700-0750","authenticated-orcid":false,"given":"Simone","family":"Gentile","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1011-9737","authenticated-orcid":false,"given":"Emanuele","family":"De Santis","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5503-8506","authenticated-orcid":false,"given":"Alessandro","family":"Giuseppi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0188-3346","authenticated-orcid":false,"given":"Antonio","family":"Pietrabissa","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6140-3661","authenticated-orcid":false,"given":"Francesco","family":"Delli Priscoli","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,3,4]]},"reference":[{"key":"5_CR1","doi-asserted-by":"crossref","unstructured":"Wrona, A., Tantucci, A.: Artificial intelligence-based data path control in low Earth orbit satellites-driven optical communications. Int. J. Satell Commun Network. 42, 425\u2013443 (2024)","DOI":"10.1002\/sat.1528"},{"key":"5_CR2","doi-asserted-by":"crossref","unstructured":"Giuseppi, A., Manfredi, S., Menegatti, D., Pietrabissa, A., Poli, C.: Decentralized federated learning for nonintrusive load monitoring in smart energy communities. In: 2022 30th Mediterranean Conference on Control and Automation (MED), pp 312\u2013317. IEEE (2022)","DOI":"10.1109\/MED54222.2022.9837291"},{"key":"5_CR3","doi-asserted-by":"crossref","unstructured":"Wrona, A., De Santis, E., Priscoli, F.D., Lavacca, F.G.: An intelligent ground station selection algorithm in satellite optical communications via deep learning. In: 2023 31st Mediterranean Conference on Control and Automation (MED), pp 493\u2013499. IEEE (2023)","DOI":"10.1109\/MED59994.2023.10185908"},{"key":"5_CR4","doi-asserted-by":"crossref","unstructured":"Ahmed, E., Rehmani, M.H.: Mobile edge computing: opportunities, solutions, and challenges (2017)","DOI":"10.1016\/j.future.2016.09.015"},{"issue":"3","key":"5_CR5","doi-asserted-by":"publisher","first-page":"562","DOI":"10.1109\/LCOMM.2016.2517070","volume":"20","author":"M Alias","year":"2016","unstructured":"Alias, M., Saxena, N., Roy, A.: Efficient cell outage detection in 5g hetnets using hidden markov model. IEEE Commun. Lett. 20(3), 562\u2013565 (2016)","journal-title":"IEEE Commun. Lett."},{"key":"5_CR6","doi-asserted-by":"crossref","unstructured":"de-la Bandera, I., Barco, R., Munoz, P., Serrano, I.: Cell outage detection based on handover statistics. IEEE Commun. Lett. 19(7), 1189\u20131192 (2015)","DOI":"10.1109\/LCOMM.2015.2426187"},{"key":"5_CR7","doi-asserted-by":"crossref","unstructured":"Bodrog, L., Kajo, M., Kocsis, S., Schultz, B.: A robust algorithm for anomaly detection in mobile networks. In: 2016 IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), pp.\u00a01\u20136. IEEE (2016)","DOI":"10.1109\/PIMRC.2016.7794573"},{"key":"5_CR8","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Mach. Learn. 45, 5\u201332 (2001)","journal-title":"Mach. Learn."},{"key":"5_CR9","doi-asserted-by":"crossref","unstructured":"Chernogorov, F., Turkka, J., Ristaniemi, T., Averbuch, A.: Detection of sleeping cells in lte networks using diffusion maps. In: 2011 IEEE 73rd Vehicular Technology Conference (VTC Spring), pp.\u00a01\u20135. IEEE (2011)","DOI":"10.1109\/VETECS.2011.5956626"},{"key":"5_CR10","doi-asserted-by":"crossref","unstructured":"Chernov, S., Chernogorov, F., Petrov, D., Ristaniemi, T.: Data mining framework for random access failure detection in lte networks. In: 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC), pp. 1321\u20131326. IEEE (2014)","DOI":"10.1109\/PIMRC.2014.7136373"},{"key":"5_CR11","doi-asserted-by":"crossref","unstructured":"Ciocarlie, G.F., Lindqvist, U., Nov\u00e1czki, S., Sanneck, H.: Detecting anomalies in cellular networks using an ensemble method. In: Proceedings of the 9th International Conference on Network and Service Management (CNSM 2013), pp. 171\u2013174. IEEE (2013)","DOI":"10.1109\/CNSM.2013.6727831"},{"issue":"8","key":"5_CR12","doi-asserted-by":"publisher","first-page":"4986","DOI":"10.1109\/TII.2019.2953201","volume":"16","author":"B Hussain","year":"2019","unstructured":"Hussain, B., Du, Q., Imran, A., Imran, M.A.: Artificial intelligence-powered mobile edge computing-based anomaly detection in cellular networks. IEEE Trans. Industr. Inf. 16(8), 4986\u20134996 (2019)","journal-title":"IEEE Trans. Industr. Inf."},{"key":"5_CR13","doi-asserted-by":"publisher","first-page":"137656","DOI":"10.1109\/ACCESS.2019.2942485","volume":"7","author":"B Hussain","year":"2019","unstructured":"Hussain, B., Du, Q., Zhang, S., Imran, A., Imran, M.A.: Mobile edge computing-based data-driven deep learning framework for anomaly detection. IEEE Access 7, 137656\u2013137667 (2019)","journal-title":"IEEE Access"},{"issue":"4","key":"5_CR14","doi-asserted-by":"publisher","first-page":"2451","DOI":"10.1109\/TVT.2007.912610","volume":"57","author":"RM Khanafer","year":"2008","unstructured":"Khanafer, R.M., et al.: Automated diagnosis for umts networks using bayesian network approach. IEEE Trans. Veh. Technol. 57(4), 2451\u20132461 (2008)","journal-title":"IEEE Trans. Veh. Technol."},{"issue":"3","key":"5_CR15","doi-asserted-by":"publisher","first-page":"1639","DOI":"10.1109\/TVT.2015.2414296","volume":"65","author":"EJ Khatib","year":"2015","unstructured":"Khatib, E.J., Barco, R., G\u00f3mez-Andrades, A., Serrano, I.: Diagnosis based on genetic fuzzy algorithms for lte self-healing. IEEE Trans. Veh. Technol. 65(3), 1639\u20131651 (2015)","journal-title":"IEEE Trans. Veh. Technol."},{"key":"5_CR16","doi-asserted-by":"crossref","unstructured":"Liao, Q., Wiczanowski, M., Sta\u0144czak, S.: Toward cell outage detection with composite hypothesis testing. In: 2012 IEEE International Conference on Communications (ICC), pp. 4883\u20134887. IEEE (2012)","DOI":"10.1109\/ICC.2012.6364384"},{"key":"5_CR17","doi-asserted-by":"crossref","unstructured":"Lin, P.C.: Large-scale and high-dimensional cell outage detection in 5g self-organizing networks. In: 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 8\u201312. IEEE (2019)","DOI":"10.1109\/APSIPAASC47483.2019.9023348"},{"key":"5_CR18","doi-asserted-by":"crossref","unstructured":"Masood, U., Asghar, A., Imran, A., Mian, A.N.: Deep learning based detection of sleeping cells in next generation cellular networks. In: 2018 IEEE Global Communications Conference (GLOBECOM), pp. 206\u2013212. IEEE (2018)","DOI":"10.1109\/GLOCOM.2018.8647689"},{"key":"5_CR19","doi-asserted-by":"publisher","unstructured":"Mueller, C.M., Kaschub, M., Blankenhorn, C., Wanke, S.: A cell outage detection algorithm using neighbor cell list reports. In: Hummel, K.A., Sterbenz, J.P.G. (eds.) IWSOS 2008. LNCS, vol. 5343, pp. 218\u2013229. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-92157-8_19","DOI":"10.1007\/978-3-540-92157-8_19"},{"key":"5_CR20","doi-asserted-by":"publisher","first-page":"124514","DOI":"10.1109\/ACCESS.2019.2938410","volume":"7","author":"D Mulvey","year":"2019","unstructured":"Mulvey, D., Foh, C.H., Imran, M.A., Tafazolli, R.: Cell fault management using machine learning techniques. IEEE Access 7, 124514\u2013124539 (2019)","journal-title":"IEEE Access"},{"key":"5_CR21","unstructured":"O\u011fuz, H.T., Kalaycio\u011flu, A.: Cell outage detection in lte-a cellular systems using neural networks. Commun. Faculty Sci. Univ. Ankara Series A2-A3 Phys. Sci. Eng. 60(1), 31\u201340 (2018)"},{"issue":"4","key":"5_CR22","doi-asserted-by":"publisher","first-page":"2097","DOI":"10.1109\/TVT.2015.2431371","volume":"65","author":"O Onireti","year":"2015","unstructured":"Onireti, O., et al.: A cell outage management framework for dense heterogeneous networks. IEEE Trans. Veh. Technol. 65(4), 2097\u20132113 (2015)","journal-title":"IEEE Trans. Veh. Technol."},{"key":"5_CR23","doi-asserted-by":"crossref","unstructured":"Pana, V.S., Babalola, O.P., Balyan, V.: 5g radio access networks: a survey. Array 14, 100170 (2022)","DOI":"10.1016\/j.array.2022.100170"},{"key":"5_CR24","doi-asserted-by":"crossref","unstructured":"Pinaya, W.H.L., Vieira, S., Garcia-Dias, R., Mechelli, A.: Convolutional neural networks. In: Machine learning, pp. 173\u2013191. Elsevier (2020)","DOI":"10.1016\/B978-0-12-815739-8.00010-9"},{"key":"5_CR25","unstructured":"Ping, Y.H., Lin, P.C.: Cell outage detection using deep convolutional autoencoder in mobile communication networks. In: 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 1557\u20131560. IEEE (2020)"},{"key":"5_CR26","doi-asserted-by":"crossref","unstructured":"Ruan, Y., Wang, Y., Tang, Y.: An intelligent cell outage detection method in cellular networks. In: 2021 16th International Conference on Computer Science & Education (ICCSE), pp. 548\u2013553. IEEE (2021)","DOI":"10.1109\/ICCSE51940.2021.9569511"},{"issue":"11","key":"5_CR27","doi-asserted-by":"publisher","first-page":"432","DOI":"10.3390\/a15110432","volume":"15","author":"AK Sangaiah","year":"2022","unstructured":"Sangaiah, A.K., Rezaei, S., Javadpour, A., Miri, F., Zhang, W., Wang, D.: Automatic fault detection and diagnosis in cellular networks and beyond 5g: Intelligent network management. Algorithms 15(11), 432 (2022)","journal-title":"Algorithms"},{"key":"5_CR28","unstructured":"Turkka, J., Ristaniemi, T., David, G., Averbuch, A.: Anomaly detection framework for tracing problems in radio networks. In: Proceedings of to ICN, vol. 2011 (2011)"},{"key":"5_CR29","unstructured":"Vidal, J.: Anomaly detection in 4g cellular networks (2020)"},{"issue":"11","key":"5_CR30","doi-asserted-by":"publisher","first-page":"6007","DOI":"10.1109\/TWC.2014.2360865","volume":"13","author":"W Wang","year":"2014","unstructured":"Wang, W., Liao, Q., Zhang, Q.: Cod: a cooperative cell outage detection architecture for self-organizing femtocell networks. IEEE Trans. Wireless Commun. 13(11), 6007\u20136014 (2014)","journal-title":"IEEE Trans. Wireless Commun."},{"key":"5_CR31","doi-asserted-by":"crossref","unstructured":"Xue, W., Peng, M., Ma, Y., Zhang, H.: Classification-based approach for cell outage detection in self-healing heterogeneous networks. In: 2014 IEEE Wireless Communications and Networking Conference (WCNC), pp. 2822\u20132826. IEEE (2014)","DOI":"10.1109\/WCNC.2014.6952896"},{"key":"5_CR32","doi-asserted-by":"crossref","unstructured":"Zoha, A., Saeed, A., Imran, A., Imran, M.A., Abu-Dayya, A.: A son solution for sleeping cell detection using low-dimensional embedding of mdt measurements. In: 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC), pp. 1626\u20131630. IEEE (2014)","DOI":"10.1109\/PIMRC.2014.7136428"}],"container-title":["Lecture Notes in Computer Science","Critical Information Infrastructures Security"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-84260-3_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,3]],"date-time":"2025-03-03T14:47:33Z","timestamp":1741013253000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-84260-3_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031842597","9783031842603"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-84260-3_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"4 March 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CRITIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Critical Information Infrastructures Security","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Rome","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 September 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 September 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"critis2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}